{ | |
"_name_or_path": "emilyalsentzer/Bio_ClinicalBERT", | |
"architectures": [ | |
"BertForSequenceClassification" | |
], | |
"attention_probs_dropout_prob": 0.1, | |
"classifier_dropout": null, | |
"hidden_act": "gelu", | |
"hidden_dropout_prob": 0.1, | |
"hidden_size": 768, | |
"id2label": { | |
"0": "medical", | |
"1": "environmental", | |
"2": "administration", | |
"3": "communication", | |
"4": "condition", | |
"5": "treatment", | |
"6": "iv_catheter", | |
"7": "tests", | |
"8": "medication", | |
"9": "maternity", | |
"10": "food", | |
"11": "clean", | |
"12": "bathroom", | |
"13": "discharge", | |
"14": "wait", | |
"15": "financial", | |
"16": "staff", | |
"17": "nurse", | |
"18": "doctor", | |
"19": "family", | |
"20": "departments", | |
"21": "extra_nice", | |
"22": "rude" | |
}, | |
"initializer_range": 0.02, | |
"intermediate_size": 3072, | |
"label2id": { | |
"administration": 2, | |
"bathroom": 12, | |
"clean": 11, | |
"communication": 3, | |
"condition": 4, | |
"departments": 20, | |
"discharge": 13, | |
"doctor": 18, | |
"environmental": 1, | |
"extra_nice": 21, | |
"family": 19, | |
"financial": 15, | |
"food": 10, | |
"iv_catheter": 6, | |
"maternity": 9, | |
"medical": 0, | |
"medication": 8, | |
"nurse": 17, | |
"rude": 22, | |
"staff": 16, | |
"tests": 7, | |
"treatment": 5, | |
"wait": 14 | |
}, | |
"layer_norm_eps": 1e-12, | |
"max_position_embeddings": 512, | |
"model_type": "bert", | |
"num_attention_heads": 12, | |
"num_hidden_layers": 12, | |
"pad_token_id": 0, | |
"position_embedding_type": "absolute", | |
"problem_type": "multi_label_classification", | |
"torch_dtype": "float32", | |
"transformers_version": "4.18.0", | |
"type_vocab_size": 2, | |
"use_cache": true, | |
"vocab_size": 28996 | |
} | |